AI Agents · 2026

Igris Voice AI Agent

A ground-up conversational AI agent with real-time voice in and out, dual-LLM reasoning, and the ability to control the machine it runs on. Closer to a personal GPT than a chatbot widget.

Igris Voice AI Agent screenshot

Brief

A self-directed project to build a voice-driven AI agent: not a wrapper around a chat widget, but a real system with its own server, live voice I/O, and the ability to act on the machine it runs on.

Process

An Express + WebSocket server pairs with a React client for real-time streaming, backed by both the OpenAI API and Google's Gemini API for reasoning, with ElevenLabs handling natural speech synthesis. Similar in spirit to ChatGPT's voice mode, but built entirely from scratch with its own machine-control layer.

Client

Personal Project

Role

Built by Thinkova: server architecture, dual-LLM integration, and voice pipeline.

Tech Stack

ReactExpressOpenAI APIGoogle Gemini APIWebSocketsElevenLabs

Outcome

A working voice agent that can hold a spoken conversation and control the local machine on request, published on GitHub.